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// RUN — FITS
Can the NVIDIA RTX PRO 6000 Blackwell run OntoProtein?
Yes — here's how fast and up to what context, with real measured numbers.
OntoProtein on the NVIDIA RTX PRO 6000 Blackwell
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1312k | 1557.3-1856 t/s | ~34.8-41.4 (slow) |
| Q8 | yes | 1318k | 3114.7-3712 t/s | ~69.5-82.9 (slow) |
| Q4 | yes | 1321k | 5561.9-6628.6 t/s | ~124.1-148 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA RTX PRO 6000 Blackwell run OntoProtein?▶
Yes. At Q4 it generates ~5561.9-6628.6 tok/s and fits up to 1321k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~124.1-148 tok/s.
How much context fits?▶
At Q4, up to about 1321k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.